


from __future__ import annotations

import queue







class 							lowerCamelCase__						:






			"""simple docstring"""






			def __init__(				self   ,    snake_case  ):

						'''simple docstring'''


						UpperCamelCase__       =							data
						UpperCamelCase__       =							None
						UpperCamelCase__       =							None



def 							UpperCamelCase_(					)->		TreeNode:
			print("\n********Press N to stop entering at any point of time********\n"	)
			UpperCamelCase__       =							input("Enter the value of the root node: "	).strip().lower()
			UpperCamelCase__       =							queue.Queue()
			UpperCamelCase__       =							TreeNode(int(_A	)	)
			q.put(_A	)
			while not q.empty():
						UpperCamelCase__       =							q.get()
						UpperCamelCase__       =							F'''Enter the left node of {node_found.data}: '''
						UpperCamelCase__       =							input(_A	).strip().lower() or "n"
						if check == "n":
									return tree_node
						UpperCamelCase__       =							TreeNode(int(_A	)	)
						UpperCamelCase__       =							left_node
						q.put(_A	)
						UpperCamelCase__       =							F'''Enter the right node of {node_found.data}: '''
						UpperCamelCase__       =							input(_A	).strip().lower() or "n"
						if check == "n":
									return tree_node
						UpperCamelCase__       =							TreeNode(int(_A	)	)
						UpperCamelCase__       =							right_node
						q.put(_A	)
			raise
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			print(node.data					,  end=","	)
			pre_order(node.left	)
			pre_order(node.right	)
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			in_order(node.left	)
			print(node.data					,  end=","	)
			in_order(node.right	)
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			post_order(node.left	)
			post_order(node.right	)
			print(node.data					,  end=","	)
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			UpperCamelCase__       =							queue.Queue()
			q.put(_A	)
			while not q.empty():
						UpperCamelCase__       =							q.get()
						print(node_dequeued.data					,  end=","	)
						if node_dequeued.left:
									q.put(node_dequeued.left	)
						if node_dequeued.right:
									q.put(node_dequeued.right	)
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			UpperCamelCase__       =							queue.Queue()
			q.put(_A	)
			while not q.empty():
						UpperCamelCase__       =							[]
						while not q.empty():
									UpperCamelCase__       =							q.get()
									print(node_dequeued.data					,  end=","	)
									if node_dequeued.left:
												list_.append(node_dequeued.left	)
									if node_dequeued.right:
												list_.append(node_dequeued.right	)
						print()
						for node in list_:
									q.put(_A	)
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			UpperCamelCase__       =							[]
			UpperCamelCase__       =							node
			while n or stack:
						while n:  # start from root node, find its left child
									print(n.data					,  end=","	)
									stack.append(_A	)
									UpperCamelCase__       =							n.left
						# end of while means current node doesn't have left child
						UpperCamelCase__       =							stack.pop()
						# start to traverse its right child
						UpperCamelCase__       =							n.right
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			UpperCamelCase__       =							[]
			UpperCamelCase__       =							node
			while n or stack:
						while n:
									stack.append(_A	)
									UpperCamelCase__       =							n.left
						UpperCamelCase__       =							stack.pop()
						print(n.data					,  end=","	)
						UpperCamelCase__       =							n.right
def 							UpperCamelCase_(					_A :TreeNode	)->		None:
			if not isinstance(_A					,  _A	) or not node:
						return
			UpperCamelCase__,   UpperCamelCase__       =							[], []
			UpperCamelCase__       =							node
			stacka.append(_A	)
			while stacka:  # to find the reversed order of post order, store it in stack2
						UpperCamelCase__       =							stacka.pop()
						if n.left:
									stacka.append(n.left	)
						if n.right:
									stacka.append(n.right	)
						stacka.append(_A	)
			while stacka:  # pop up from stack2 will be the post order
						print(stacka.pop().data					,  end=","	)
def 							UpperCamelCase_(					_A :str = ""					,  _A :Optional[Any]=50					,  _A :str="*"	)->		str:
			if not s:
						return "\n" + width * char
			UpperCamelCase__,   UpperCamelCase__       =							divmod(width - len(_A	) - 2					,  2	)
			return F'''{left * char} {s} {(left + extra) * char}'''


if __name__ == "__main__":
						import doctest

						doctest.testmod()
						print(prompt('Binary Tree Traversals'))

						__UpperCamelCase     		=							build_tree()
						print(prompt('Pre Order Traversal'))
						pre_order(node)
						print(prompt() + '\n')

						print(prompt('In Order Traversal'))
						in_order(node)
						print(prompt() + '\n')

						print(prompt('Post Order Traversal'))
						post_order(node)
						print(prompt() + '\n')

						print(prompt('Level Order Traversal'))
						level_order(node)
						print(prompt() + '\n')

						print(prompt('Actual Level Order Traversal'))
						level_order_actual(node)
						print('*' * 5_0 + '\n')

						print(prompt('Pre Order Traversal - Iteration Version'))
						pre_order_iter(node)
						print(prompt() + '\n')

						print(prompt('In Order Traversal - Iteration Version'))
						in_order_iter(node)
						print(prompt() + '\n')

						print(prompt('Post Order Traversal - Iteration Version'))
						post_order_iter(node)
						print(prompt())






from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__UpperCamelCase     		=							logging.get_logger(__name__)

__UpperCamelCase     		=							{
    'facebook/xmod-base': 'https://huggingface.co/facebook/xmod-base/resolve/main/config.json',
    'facebook/xmod-large-prenorm': 'https://huggingface.co/facebook/xmod-large-prenorm/resolve/main/config.json',
    'facebook/xmod-base-13-125k': 'https://huggingface.co/facebook/xmod-base-13-125k/resolve/main/config.json',
    'facebook/xmod-base-30-125k': 'https://huggingface.co/facebook/xmod-base-30-125k/resolve/main/config.json',
    'facebook/xmod-base-30-195k': 'https://huggingface.co/facebook/xmod-base-30-195k/resolve/main/config.json',
    'facebook/xmod-base-60-125k': 'https://huggingface.co/facebook/xmod-base-60-125k/resolve/main/config.json',
    'facebook/xmod-base-60-265k': 'https://huggingface.co/facebook/xmod-base-60-265k/resolve/main/config.json',
    'facebook/xmod-base-75-125k': 'https://huggingface.co/facebook/xmod-base-75-125k/resolve/main/config.json',
    'facebook/xmod-base-75-269k': 'https://huggingface.co/facebook/xmod-base-75-269k/resolve/main/config.json',
}







class 							lowerCamelCase__						(				UpperCAmelCase   ):






			"""simple docstring"""






			_UpperCamelCase		:       List[str] 			=		'xmod'




			def __init__(				self   ,    snake_case=30522   ,    snake_case=768   ,    snake_case=12   ,    snake_case=12   ,    snake_case=3072   ,    snake_case="gelu"   ,    snake_case=0.1   ,    snake_case=0.1   ,    snake_case=512   ,    snake_case=2   ,    snake_case=0.02   ,    snake_case=1E-1_2   ,    snake_case=1   ,    snake_case=0   ,    snake_case=2   ,    snake_case="absolute"   ,    snake_case=True   ,    snake_case=None   ,    snake_case=False   ,    snake_case=2   ,    snake_case=False   ,    snake_case=True   ,    snake_case=True   ,    snake_case=("en_XX",)   ,    snake_case=None   ,    **snake_case   ,    ):

						'''simple docstring'''


						super().__init__(pad_token_id=snake_case   ,    bos_token_id=snake_case   ,    eos_token_id=snake_case   ,    **snake_case  )

						UpperCamelCase__       =							vocab_size
						UpperCamelCase__       =							hidden_size
						UpperCamelCase__       =							num_hidden_layers
						UpperCamelCase__       =							num_attention_heads
						UpperCamelCase__       =							hidden_act
						UpperCamelCase__       =							intermediate_size
						UpperCamelCase__       =							hidden_dropout_prob
						UpperCamelCase__       =							attention_probs_dropout_prob
						UpperCamelCase__       =							max_position_embeddings
						UpperCamelCase__       =							type_vocab_size
						UpperCamelCase__       =							initializer_range
						UpperCamelCase__       =							layer_norm_eps
						UpperCamelCase__       =							position_embedding_type
						UpperCamelCase__       =							use_cache
						UpperCamelCase__       =							classifier_dropout
						UpperCamelCase__       =							pre_norm
						UpperCamelCase__       =							adapter_reduction_factor
						UpperCamelCase__       =							adapter_layer_norm
						UpperCamelCase__       =							adapter_reuse_layer_norm
						UpperCamelCase__       =							ln_before_adapter
						UpperCamelCase__       =							list(snake_case  )
						UpperCamelCase__       =							default_language







class 							lowerCamelCase__						(				UpperCAmelCase   ):






			"""simple docstring"""






			@property
			def 					snake_case__					(				self  ):

						'''simple docstring'''


						if self.task == "multiple-choice":
									UpperCamelCase__       =							{0: "batch", 1: "choice", 2: "sequence"}
						else:
									UpperCamelCase__       =							{0: "batch", 1: "sequence"}
						return OrderedDict(
						    [
						        ("input_ids", dynamic_axis),
						        ("attention_mask", dynamic_axis),
						    ]  )


